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researcher

David B. Dunson

16 papers hereh-index 7344 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author8

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • math.ST3
  • q-bio.NC2
  • stat.ME2
  • cs.LG1
  • eess.AS1
same name
  • David B. Dunson — 17 papers, h 9
  • David B. Dunson — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedDiscontinuous Hamiltonian Monte Carlo for discrete parameters and discontinuous likelihoods

56 citations · 61 across the 15 of their papers we have counts for

collaborators
Showing 2026 · math.STShow all

1 paper · 2 filters

math.ST2026

Factor-Assisted Density Estimation: When Ambient Dimension Enables Oracle Rates

Sunrit Chakraborty, David Dunson

We study density estimation in the high-dimensional factor model, whose fixed-dimensional latent factors have an unknown smooth density. We propose factor-assisted density estimati…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.